Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 323881 |
| Missing cells | 49706 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.6 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 3 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
| Text | 1 |
VERSIE has constant value "" | Constant |
DATUM_BESTAND has constant value "" | Constant |
PEILDATUM has constant value "" | Constant |
BEHANDELEND_SPECIALISME_CD is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
AANTAL_PAT_PER_ZPD is highly overall correlated with AANTAL_SUBTRAJECT_PER_ZPD | High correlation |
AANTAL_SUBTRAJECT_PER_ZPD is highly overall correlated with AANTAL_PAT_PER_ZPD | High correlation |
AANTAL_PAT_PER_DIAG is highly overall correlated with AANTAL_SUBTRAJECT_PER_DIAG | High correlation |
AANTAL_SUBTRAJECT_PER_DIAG is highly overall correlated with AANTAL_PAT_PER_DIAG | High correlation |
AANTAL_PAT_PER_SPC is highly overall correlated with BEHANDELEND_SPECIALISME_CD and 1 other fields | High correlation |
AANTAL_SUBTRAJECT_PER_SPC is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
GEMIDDELDE_VERKOOPPRIJS has 49706 (15.3%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.00580727) | Skewed |
Reproduction
| Analysis started | 2023-05-24 08:19:25.412602 |
|---|---|
| Analysis finished | 2023-05-24 08:19:48.074046 |
| Duration | 22.66 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
VERSIE
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 971643 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 323881 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 323881 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 323881 | |
| . | 323881 | |
| 0 | 323881 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 647762 | |
| Other Punctuation | 323881 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 323881 | |
| 0 | 323881 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 323881 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 971643 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 323881 | |
| . | 323881 | |
| 0 | 323881 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 971643 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 323881 | |
| . | 323881 | |
| 0 | 323881 |
DATUM_BESTAND
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 2023-05-10 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3238810 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-05-10 |
|---|---|
| 2nd row | 2023-05-10 |
| 3rd row | 2023-05-10 |
| 4th row | 2023-05-10 |
| 5th row | 2023-05-10 |
Common Values
| Value | Count | Frequency (%) |
| 2023-05-10 | 323881 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-05-10 | 323881 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2591048 | |
| Dash Punctuation | 647762 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| 3 | 323881 | 12.5% |
| 5 | 323881 | 12.5% |
| 1 | 323881 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 647762 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3238810 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3238810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
PEILDATUM
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 2023-05-01 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3238810 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-05-01 |
|---|---|
| 2nd row | 2023-05-01 |
| 3rd row | 2023-05-01 |
| 4th row | 2023-05-01 |
| 5th row | 2023-05-01 |
Common Values
| Value | Count | Frequency (%) |
| 2023-05-01 | 323881 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-05-01 | 323881 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2591048 | |
| Dash Punctuation | 647762 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| 3 | 323881 | 12.5% |
| 5 | 323881 | 12.5% |
| 1 | 323881 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 647762 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3238810 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3238810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 971643 | |
| 2 | 647762 | |
| - | 647762 | |
| 3 | 323881 | 10.0% |
| 5 | 323881 | 10.0% |
| 1 | 323881 | 10.0% |
JAAR
Date
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.96919 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 361 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 1008.0077 |
|---|---|
| Coefficient of variation (CV) | 2.2755707 |
| Kurtosis | 58.499913 |
| Mean | 442.96919 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.7729381 |
| Sum | 1.434693 × 108 |
| Variance | 1016079.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305 | 45708 | |
| 313 | 41933 | |
| 303 | 37351 | |
| 330 | 25543 | 7.9% |
| 316 | 22002 | 6.8% |
| 308 | 17494 | 5.4% |
| 306 | 13567 | 4.2% |
| 324 | 13306 | 4.1% |
| 301 | 12905 | 4.0% |
| 304 | 10483 | 3.2% |
| Other values (18) | 83589 |
| Value | Count | Frequency (%) |
| 301 | 12905 | 4.0% |
| 302 | 7088 | 2.2% |
| 303 | 37351 | |
| 304 | 10483 | 3.2% |
| 305 | 45708 | |
| 306 | 13567 | 4.2% |
| 307 | 5674 | 1.8% |
| 308 | 17494 | 5.4% |
| 310 | 3569 | 1.1% |
| 313 | 41933 |
| Value | Count | Frequency (%) |
| 8418 | 4488 | 1.4% |
| 8416 | 596 | 0.2% |
| 1900 | 213 | 0.1% |
| 390 | 869 | 0.3% |
| 389 | 3430 | 1.1% |
| 362 | 4339 | 1.3% |
| 361 | 2347 | 0.7% |
| 335 | 3261 | 1.0% |
| 330 | 25543 | |
| 329 | 837 | 0.3% |
| Distinct | 1899 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3522528 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1085731 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 14 |
|---|---|
| 2nd row | 03 |
| 3rd row | 17 |
| 4th row | 01 |
| 5th row | 12 |
| Value | Count | Frequency (%) |
| 101 | 1384 | 0.4% |
| 402 | 1325 | 0.4% |
| 403 | 1302 | 0.4% |
| 301 | 1302 | 0.4% |
| 201 | 1226 | 0.4% |
| 203 | 1226 | 0.4% |
| 401 | 1091 | 0.3% |
| 404 | 1077 | 0.3% |
| 802 | 1051 | 0.3% |
| 409 | 1046 | 0.3% |
| Other values (1889) | 311851 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 207822 | |
| 0 | 199075 | |
| 2 | 143985 | |
| 3 | 117583 | |
| 5 | 83783 | |
| 9 | 78106 | 7.2% |
| 4 | 76968 | 7.1% |
| 7 | 63960 | 5.9% |
| 6 | 56719 | 5.2% |
| 8 | 46752 | 4.3% |
| Other values (15) | 10978 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1074753 | |
| Uppercase Letter | 10978 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2055 | |
| M | 1851 | |
| B | 1320 | |
| E | 924 | |
| Z | 924 | |
| D | 732 | 6.7% |
| A | 708 | 6.4% |
| F | 685 | 6.2% |
| C | 364 | 3.3% |
| K | 352 | 3.2% |
| Other values (5) | 1063 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 207822 | |
| 0 | 199075 | |
| 2 | 143985 | |
| 3 | 117583 | |
| 5 | 83783 | |
| 9 | 78106 | 7.3% |
| 4 | 76968 | 7.2% |
| 7 | 63960 | 6.0% |
| 6 | 56719 | 5.3% |
| 8 | 46752 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1074753 | |
| Latin | 10978 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2055 | |
| M | 1851 | |
| B | 1320 | |
| E | 924 | |
| Z | 924 | |
| D | 732 | 6.7% |
| A | 708 | 6.4% |
| F | 685 | 6.2% |
| C | 364 | 3.3% |
| K | 352 | 3.2% |
| Other values (5) | 1063 |
Common
| Value | Count | Frequency (%) |
| 1 | 207822 | |
| 0 | 199075 | |
| 2 | 143985 | |
| 3 | 117583 | |
| 5 | 83783 | |
| 9 | 78106 | 7.3% |
| 4 | 76968 | 7.2% |
| 7 | 63960 | 6.0% |
| 6 | 56719 | 5.3% |
| 8 | 46752 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1085731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 207822 | |
| 0 | 199075 | |
| 2 | 143985 | |
| 3 | 117583 | |
| 5 | 83783 | |
| 9 | 78106 | 7.2% |
| 4 | 76968 | 7.1% |
| 7 | 63960 | 5.9% |
| 6 | 56719 | 5.2% |
| 8 | 46752 | 4.3% |
| Other values (15) | 10978 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6065 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4256934 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999040 |
| Q1 | 99899018 |
| median | 1.49899 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051605 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9010499 × 108 |
Descriptive statistics
| Standard deviation | 4.293743 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.97018537 |
| Kurtosis | -1.7454639 |
| Mean | 4.4256934 × 108 |
| Median Absolute Deviation (MAD) | 1.2 × 108 |
| Skewness | 0.4591178 |
| Sum | 1.433398 × 1014 |
| Variance | 1.8436229 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 990004009 | 2325 | 0.7% |
| 990004007 | 2294 | 0.7% |
| 990003004 | 2269 | 0.7% |
| 990004006 | 1882 | 0.6% |
| 990356076 | 1692 | 0.5% |
| 990356073 | 1575 | 0.5% |
| 131999228 | 1499 | 0.5% |
| 131999164 | 1483 | 0.5% |
| 990003007 | 1471 | 0.5% |
| 131999194 | 1361 | 0.4% |
| Other values (6055) | 306030 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 11 | |
| 10501004 | 12 | |
| 10501005 | 11 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 12 | |
| 10501010 | 12 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 10 | |
| 11101003 | 12 |
| Value | Count | Frequency (%) |
| 998418081 | 162 | |
| 998418080 | 147 | |
| 998418079 | 38 | < 0.1% |
| 998418077 | 8 | < 0.1% |
| 998418076 | 9 | < 0.1% |
| 998418075 | 7 | < 0.1% |
| 998418074 | 215 | |
| 998418073 | 216 | |
| 998418072 | 8 | < 0.1% |
| 998418071 | 8 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10272 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 527.24646 |
| Minimum | 1 |
|---|---|
| Maximum | 165128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 105 |
| 95-th percentile | 1795 |
| Maximum | 165128 |
| Range | 165127 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 3237.2011 |
|---|---|
| Coefficient of variation (CV) | 6.1398252 |
| Kurtosis | 393.85328 |
| Mean | 527.24646 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 16.45387 |
| Sum | 1.7076511 × 108 |
| Variance | 10479471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 53452 | 16.5% |
| 2 | 26088 | 8.1% |
| 3 | 17054 | 5.3% |
| 4 | 12435 | 3.8% |
| 5 | 9745 | 3.0% |
| 6 | 8283 | 2.6% |
| 7 | 6852 | 2.1% |
| 8 | 5768 | 1.8% |
| 9 | 5274 | 1.6% |
| 10 | 4704 | 1.5% |
| Other values (10262) | 174226 |
| Value | Count | Frequency (%) |
| 1 | 53452 | |
| 2 | 26088 | |
| 3 | 17054 | 5.3% |
| 4 | 12435 | 3.8% |
| 5 | 9745 | 3.0% |
| 6 | 8283 | 2.6% |
| 7 | 6852 | 2.1% |
| 8 | 5768 | 1.8% |
| 9 | 5274 | 1.6% |
| 10 | 4704 | 1.5% |
| Value | Count | Frequency (%) |
| 165128 | 1 | |
| 162302 | 1 | |
| 155873 | 1 | |
| 154260 | 1 | |
| 154256 | 1 | |
| 144717 | 1 | |
| 134885 | 1 | |
| 118397 | 1 | |
| 115938 | 1 | |
| 113442 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 11021 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 624.25997 |
| Minimum | 1 |
|---|---|
| Maximum | 240002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 15 |
| Q3 | 115 |
| 95-th percentile | 2045 |
| Maximum | 240002 |
| Range | 240001 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 4170.5373 |
|---|---|
| Coefficient of variation (CV) | 6.68077 |
| Kurtosis | 700.23426 |
| Mean | 624.25997 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.005807 |
| Sum | 2.0218594 × 108 |
| Variance | 17393381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 51417 | 15.9% |
| 2 | 25637 | 7.9% |
| 3 | 16888 | 5.2% |
| 4 | 12243 | 3.8% |
| 5 | 9663 | 3.0% |
| 6 | 8236 | 2.5% |
| 7 | 6825 | 2.1% |
| 8 | 5712 | 1.8% |
| 9 | 5179 | 1.6% |
| 10 | 4738 | 1.5% |
| Other values (11011) | 177343 |
| Value | Count | Frequency (%) |
| 1 | 51417 | |
| 2 | 25637 | |
| 3 | 16888 | 5.2% |
| 4 | 12243 | 3.8% |
| 5 | 9663 | 3.0% |
| 6 | 8236 | 2.5% |
| 7 | 6825 | 2.1% |
| 8 | 5712 | 1.8% |
| 9 | 5179 | 1.6% |
| 10 | 4738 | 1.5% |
| Value | Count | Frequency (%) |
| 240002 | 1 | |
| 232423 | 1 | |
| 231954 | 1 | |
| 230966 | 1 | |
| 227936 | 1 | |
| 227409 | 1 | |
| 226314 | 1 | |
| 223905 | 1 | |
| 218673 | 1 | |
| 215053 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 9144 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7909.6674 |
| Minimum | 1 |
|---|---|
| Maximum | 230248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 416 |
| median | 1780 |
| Q3 | 6622 |
| 95-th percentile | 37704 |
| Maximum | 230248 |
| Range | 230247 |
| Interquartile range (IQR) | 6206 |
Descriptive statistics
| Standard deviation | 18196.621 |
|---|---|
| Coefficient of variation (CV) | 2.3005546 |
| Kurtosis | 33.20745 |
| Mean | 7909.6674 |
| Median Absolute Deviation (MAD) | 1622 |
| Skewness | 4.9954146 |
| Sum | 2.561791 × 109 |
| Variance | 3.3111703 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 570 | 0.2% |
| 2 | 536 | 0.2% |
| 21 | 513 | 0.2% |
| 17 | 493 | 0.2% |
| 25 | 485 | 0.1% |
| 8 | 475 | 0.1% |
| 9 | 473 | 0.1% |
| 3 | 472 | 0.1% |
| 19 | 462 | 0.1% |
| 5 | 461 | 0.1% |
| Other values (9134) | 318941 |
| Value | Count | Frequency (%) |
| 1 | 570 | |
| 2 | 536 | |
| 3 | 472 | |
| 4 | 457 | |
| 5 | 461 | |
| 6 | 458 | |
| 7 | 416 | |
| 8 | 475 | |
| 9 | 473 | |
| 10 | 360 |
| Value | Count | Frequency (%) |
| 230248 | 23 | |
| 227944 | 23 | |
| 217927 | 24 | |
| 214511 | 17 | |
| 213519 | 25 | |
| 211593 | 17 | |
| 210419 | 19 | |
| 207311 | 19 | |
| 205347 | 17 | |
| 200603 | 16 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 10213 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11446.022 |
| Minimum | 1 |
|---|---|
| Maximum | 369972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 556 |
| median | 2478 |
| Q3 | 9449 |
| 95-th percentile | 53662 |
| Maximum | 369972 |
| Range | 369971 |
| Interquartile range (IQR) | 8893 |
Descriptive statistics
| Standard deviation | 27198.52 |
|---|---|
| Coefficient of variation (CV) | 2.3762422 |
| Kurtosis | 36.482962 |
| Mean | 11446.022 |
| Median Absolute Deviation (MAD) | 2275 |
| Skewness | 5.2273769 |
| Sum | 3.7071489 × 109 |
| Variance | 7.3975947 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 478 | 0.1% |
| 2 | 438 | 0.1% |
| 3 | 408 | 0.1% |
| 6 | 397 | 0.1% |
| 25 | 383 | 0.1% |
| 5 | 369 | 0.1% |
| 17 | 366 | 0.1% |
| 4 | 366 | 0.1% |
| 20 | 360 | 0.1% |
| 19 | 354 | 0.1% |
| Other values (10203) | 319962 |
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 2 | 438 | |
| 3 | 408 | |
| 4 | 366 | |
| 5 | 369 | |
| 6 | 397 | |
| 7 | 352 | |
| 8 | 306 | |
| 9 | 283 | |
| 10 | 332 |
| Value | Count | Frequency (%) |
| 369972 | 23 | |
| 364718 | 23 | |
| 348488 | 25 | |
| 343256 | 24 | |
| 341656 | 19 | |
| 323759 | 20 | |
| 315781 | 17 | |
| 310778 | 17 | |
| 298646 | 17 | |
| 294837 | 16 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 322 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 689067.34 |
| Minimum | 3 |
|---|---|
| Maximum | 1487638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 42576 |
| Q1 | 297916 |
| median | 765029 |
| Q3 | 1032670 |
| 95-th percentile | 1340700 |
| Maximum | 1487638 |
| Range | 1487635 |
| Interquartile range (IQR) | 734754 |
Descriptive statistics
| Standard deviation | 411993.89 |
|---|---|
| Coefficient of variation (CV) | 0.59790077 |
| Kurtosis | -1.0915012 |
| Mean | 689067.34 |
| Median Absolute Deviation (MAD) | 315911 |
| Skewness | -0.085927311 |
| Sum | 2.2317582 × 1011 |
| Variance | 1.6973897 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 880937 | 5102 | 1.6% |
| 874100 | 4354 | 1.3% |
| 843977 | 4347 | 1.3% |
| 894319 | 4333 | 1.3% |
| 880479 | 4273 | 1.3% |
| 897711 | 4212 | 1.3% |
| 765029 | 4089 | 1.3% |
| 802826 | 4026 | 1.2% |
| 1080940 | 3890 | 1.2% |
| 1100054 | 3866 | 1.2% |
| Other values (312) | 281389 |
| Value | Count | Frequency (%) |
| 3 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 9 | 7 | < 0.1% |
| 16 | 3 | < 0.1% |
| 29 | 12 | < 0.1% |
| 33 | 9 | < 0.1% |
| 96 | 19 | |
| 116 | 28 | |
| 142 | 42 | |
| 151 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1487638 | 2975 | |
| 1450399 | 3048 | |
| 1421728 | 3564 | |
| 1344384 | 3543 | |
| 1340700 | 3441 | |
| 1332379 | 3545 | |
| 1316489 | 3463 | |
| 1282947 | 3576 | |
| 1267063 | 3352 | |
| 1265243 | 1177 | 0.4% |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 322 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1116593.1 |
| Minimum | 3 |
|---|---|
| Maximum | 2664930 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 46431 |
| Q1 | 515740 |
| median | 1129339 |
| Q3 | 1810699 |
| 95-th percentile | 2548762 |
| Maximum | 2664930 |
| Range | 2664927 |
| Interquartile range (IQR) | 1294959 |
Descriptive statistics
| Standard deviation | 738999.28 |
|---|---|
| Coefficient of variation (CV) | 0.66183398 |
| Kurtosis | -0.81055633 |
| Mean | 1116593.1 |
| Median Absolute Deviation (MAD) | 632720 |
| Skewness | 0.29566631 |
| Sum | 3.616433 × 1011 |
| Variance | 5.4611994 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1211795 | 5102 | 1.6% |
| 1281499 | 4354 | 1.3% |
| 1216255 | 4347 | 1.3% |
| 1315581 | 4333 | 1.3% |
| 1300441 | 4273 | 1.3% |
| 1341849 | 4212 | 1.3% |
| 1155949 | 4089 | 1.3% |
| 1203644 | 4026 | 1.2% |
| 2548762 | 3890 | 1.2% |
| 2664930 | 3866 | 1.2% |
| Other values (312) | 281389 |
| Value | Count | Frequency (%) |
| 3 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 9 | 7 | < 0.1% |
| 16 | 3 | < 0.1% |
| 31 | 12 | < 0.1% |
| 35 | 9 | < 0.1% |
| 96 | 19 | |
| 129 | 28 | |
| 147 | 42 | |
| 154 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2664930 | 3866 | |
| 2663352 | 3797 | |
| 2619520 | 3789 | |
| 2594184 | 3844 | |
| 2548762 | 3890 | |
| 2480464 | 3851 | |
| 2178864 | 3757 | |
| 2111895 | 3732 | |
| 2062429 | 3811 | |
| 2052309 | 1168 | 0.4% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
| Distinct | 3560 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 49706 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3605.7417 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 480 |
| median | 1270 |
| Q3 | 4205 |
| 95-th percentile | 13710 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3725 |
Descriptive statistics
| Standard deviation | 6555.1533 |
|---|---|
| Coefficient of variation (CV) | 1.8179764 |
| Kurtosis | 143.03878 |
| Mean | 3605.7417 |
| Median Absolute Deviation (MAD) | 1035 |
| Skewness | 7.1204426 |
| Sum | 9.8860424 × 108 |
| Variance | 42970034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 2024 | 0.6% |
| 105 | 1941 | 0.6% |
| 110 | 1790 | 0.6% |
| 180 | 1575 | 0.5% |
| 185 | 1547 | 0.5% |
| 300 | 1418 | 0.4% |
| 145 | 1390 | 0.4% |
| 175 | 1371 | 0.4% |
| 120 | 1336 | 0.4% |
| 165 | 1281 | 0.4% |
| Other values (3550) | 258502 | |
| (Missing) | 49706 | 15.3% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 362 | 0.1% |
| 85 | 919 | |
| 90 | 668 | 0.2% |
| 95 | 716 | 0.2% |
| 100 | 925 | |
| 105 | 1941 | |
| 110 | 1790 | |
| 115 | 1096 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116765 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 96945 | 5 |
| BEHANDELEND_SPECIALISME_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|
| BEHANDELEND_SPECIALISME_CD | 1.000 | 0.218 | 0.007 | 0.013 | -0.062 | -0.056 | -0.567 | -0.477 | 0.050 |
| ZORGPRODUCT_CD | 0.218 | 1.000 | -0.141 | -0.150 | -0.178 | -0.211 | -0.387 | -0.418 | 0.029 |
| AANTAL_PAT_PER_ZPD | 0.007 | -0.141 | 1.000 | 0.996 | 0.325 | 0.324 | 0.075 | 0.083 | -0.305 |
| AANTAL_SUBTRAJECT_PER_ZPD | 0.013 | -0.150 | 0.996 | 1.000 | 0.322 | 0.324 | 0.077 | 0.090 | -0.307 |
| AANTAL_PAT_PER_DIAG | -0.062 | -0.178 | 0.325 | 0.322 | 1.000 | 0.988 | 0.319 | 0.298 | 0.023 |
| AANTAL_SUBTRAJECT_PER_DIAG | -0.056 | -0.211 | 0.324 | 0.324 | 0.988 | 1.000 | 0.331 | 0.328 | 0.032 |
| AANTAL_PAT_PER_SPC | -0.567 | -0.387 | 0.075 | 0.077 | 0.319 | 0.331 | 1.000 | 0.958 | -0.015 |
| AANTAL_SUBTRAJECT_PER_SPC | -0.477 | -0.418 | 0.083 | 0.090 | 0.298 | 0.328 | 0.958 | 1.000 | -0.017 |
| GEMIDDELDE_VERKOOPPRIJS | 0.050 | 0.029 | -0.305 | -0.307 | 0.023 | 0.032 | -0.015 | -0.017 | 1.000 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 14 | 990029010 | 4 | 4 | 97 | 97 | 21981 | 24168 | 1345.0 |
| 1 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 03 | 990029011 | 375 | 379 | 847 | 863 | 21981 | 24168 | 545.0 |
| 2 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 17 | 990029010 | 73 | 73 | 695 | 704 | 21981 | 24168 | 1345.0 |
| 3 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 01 | 990029010 | 53 | 54 | 331 | 348 | 21981 | 24168 | 1345.0 |
| 4 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 12 | 990029010 | 14 | 16 | 114 | 120 | 21981 | 24168 | 1345.0 |
| 5 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 20 | 990029010 | 2 | 2 | 4 | 4 | 21981 | 24168 | 1345.0 |
| 6 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 20 | 990029011 | 2 | 2 | 4 | 4 | 21981 | 24168 | 545.0 |
| 7 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 05 | 990029002 | 120 | 124 | 1285 | 1346 | 21981 | 24168 | 205.0 |
| 8 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 16 | 990029002 | 161 | 176 | 1077 | 1196 | 21981 | 24168 | 205.0 |
| 9 | 1.0 | 2023-05-10 | 2023-05-01 | 2018-01-01 | 329 | 99 | 990029011 | 141 | 141 | 3708 | 3848 | 21981 | 24168 | 545.0 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 323871 | 1.0 | 2023-05-10 | 2023-05-01 | 2022-01-01 | 306 | 091 | 149899017 | 4 | 4 | 196 | 263 | 469404 | 698999 | 970.0 |
| 323872 | 1.0 | 2023-05-10 | 2023-05-01 | 2012-01-01 | 303 | 216 | 199299070 | 4 | 4 | 5022 | 5325 | 1487638 | 1939509 | 3860.0 |
| 323873 | 1.0 | 2023-05-10 | 2023-05-01 | 2022-01-01 | 306 | 025 | 20110013 | 2 | 2 | 36 | 51 | 469404 | 698999 | 5490.0 |
| 323874 | 1.0 | 2023-05-10 | 2023-05-01 | 2012-01-01 | 303 | 410 | 192001062 | 1 | 1 | 690 | 797 | 1487638 | 1939509 | NaN |
| 323875 | 1.0 | 2023-05-10 | 2023-05-01 | 2014-01-01 | 313 | 452 | 131999145 | 1 | 1 | 455 | 572 | 1037388 | 2062429 | 4455.0 |
| 323876 | 1.0 | 2023-05-10 | 2023-05-01 | 2015-01-01 | 301 | 809 | 79899002 | 1 | 1 | 2891 | 3466 | 1084427 | 1653307 | 3410.0 |
| 323877 | 1.0 | 2023-05-10 | 2023-05-01 | 2012-01-01 | 303 | 134 | 131999131 | 1 | 1 | 5544 | 6593 | 1487638 | 1939509 | 5650.0 |
| 323878 | 1.0 | 2023-05-10 | 2023-05-01 | 2012-01-01 | 303 | 258 | 199299088 | 3 | 3 | 2284 | 2527 | 1487638 | 1939509 | 7575.0 |
| 323879 | 1.0 | 2023-05-10 | 2023-05-01 | 2015-01-01 | 301 | 103 | 79899014 | 1 | 1 | 55332 | 58003 | 1084427 | 1653307 | 90.0 |
| 323880 | 1.0 | 2023-05-10 | 2023-05-01 | 2014-01-01 | 313 | 431 | 972802118 | 1 | 1 | 12604 | 13877 | 1037388 | 2062429 | 7660.0 |